The Acceptance Technology Model for Adoption of Social Media Marketing in Jabodetabek
DOI:
https://doi.org/10.21512/tw.v22i1.7073Keywords:
perceived usefulness, perceived ease of use, compatibility, facilitating conditions, social media marketingAbstract
The research aimed to find out the influence and impacts of social media marketing (SMM) in promoting micro, small, and medium enterprises (MSMEs) in Indonesia. The approach of research was a quantitative research with data collection method using electronic questionnaires of Google forms obtaining 163 respondents who were owners of MSMEs in Jakarta and Tangerang. The measurement model of outer and inner model was analyzed by SmartPLS software. Structural Equation Model was being used to test the relations of each construct. The findings show that SMM positively mediates: 1) the relationship between perceived usefulness and impact on business; 2) the relationship between perceived ease of use and impact on business; 3) the relationship between compatibility and impact on business; 4) the relationship between cost and impact on business, which conclude that SMM has positive impacts on business. On the other hand, SMM negatively mediates the relationship between facilitating conditions and impact on business. The research implies that the adoption of social media marketing by MSMEs is encouraged by such factors as usefulness, ease of use, compatibility, and cost. Hence, it is advisable that MSMEs facilitate the employees with technical infrastructures and training to increase productivity and performance.
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References
Abed, S., Dwivedi, Y., & Williams, M. (2015). Social commerce adoption by Saudi Consumers: A conceptual model. UK Academy for Information Systems Conference. AIS Electronic Library (AISeL). https://core.ac.uk/download/pdf/301368172.pdf
Accenture. (2014). The internet of things: The future of consumer adoption. Accenture Digital - Point of View Series. https://www.accenture.com/t20150624T211456__w__/us-en/_acnmedia/Accenture/Conversion-Assets/DotCom/Documents/Global/PDF/Technology_9/Accenture-Internet-Things.pdf
Ainin, S., Parveen, F., Moghavvemi, S., Jaafar, N. I., & Shuib, N. L. M. (2015). Factors influencing the use of social media by SMEs and its performance outcomes. Industrial Management and Data Systems, 115(3), 570-588. https://doi.org/10.1108/IMDS-07-2014-0205
Alalwan, A. A., Rana, N. P., Dwivedi, Y. K., & Algharabat, R. (2017). Social media in marketing: A review and analysis of the existing literature. Telematics and Informatics, 34(7), 1177-1190. https://doi.org/10.1016/j.tele.2017.05.008
Alduaij, M. (2019). Employing the technology acceptance model to explore the trends of social media adoption and its effect on perceived usefulness and perceived ease of use. Journal of Information Technology Management, 11(2), 129-143. https://doi.org/10.22059/jitm.2019.290075.2405
Alhakimi, W. & Mahmoud, M. (2020). The impact of market orientation on innovativeness: evidence from Yemeni SMEs. Asia Pacific Journal of Innovation and Entrepreneurship, 14(1), 47-59. https://doi.org/10.1108/apjie-08-2019-0060
Aral, S., Dellarocas, C., & Godes, D. (2013). Social media and business transformation: A framework for research. Information Systems Research, 24(1), 3-13. https://doi.org/10.1287/isre.1120.0470
Atanassova, I. & Clark, L. (2015). Social media practices in SME marketing activities: A theoretical framework and research agenda. Journal of Customer Behaviour, 14(2), 163-183. https://doi.org/10.1362/147539215x14373846805824
Catriana, E. (2021, February 10). Ini pentingnya holding pembiayaan ultramikro untuk UMKM. Kompas.com. https://money.kompas.com/read/2021/02/10/070518926/ini-pentingnya-holding-pembiayaan-ultramikro-untuk-umkm
Chatterjee, S. & Kar, A. K. (2020). Why do small and medium enterprises use social media marketing and what is the impact: Empirical insights from India. International Journal of Information Management, 53(August 2020). https://doi.org/10.1016/j.ijinfomgt.2020.102103
Chin, W. (2000). Partial least squares for IS researchers: an overview and presentation of recent advances using the PLS approach. ICIS Proceeding, 88. https://aisel.aisnet.org/icis2000/88
Chung, N., Tyan, I., & Han, H. (2017). Enhancing the smart tourism experience through geotag. Information Systems Frontiers, 19(4), 731-742. https://doi.org/10.1007/s10796-016-9710-6
Culnan, M. J., McHugh, P. J., & Zubillaga, J. I. (2010). How large U.S. companies can use twitter and other social media to gain business value. MIS Quarterly Executive, 9(4), 243-259. https://www.semanticscholar.org/paper/How-Large-U.S.-Companies-Can-Use-Twitter-and-Other-Culnan-McHugh/a59f46c2ee905fabc79885189c1c6781def6e45b
Daramola, F. O., Yusuf, M. O., & Oyelekan, S. (2015). Information and Communication Technology Literacy among Student-Teachers in Universities in Nigeria. Malaysian Online Journal of Educational Technology, 3(4), 13-22. https://files.eric.ed.gov/fulltext/EJ1085906.pdf
Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly: Management Information Systems, 13(3). https://doi.org/10.2307/249008
Derham, R., Cragg, P., & Morrish, S. (2011). Creating value: An SME and social media. PACIS 2011 - 15th Pacific Asia Conference on Information Systems: Quality Research in Pacific. https://aisel.aisnet.org/pacis2011/53/
Dwivedi, Y. K., Rana, N. P., Jeyaraj, A., Clement, M., & Williams, M. D. (2019). Re-examining the Unified Theory of Acceptance and Use of Technology (UTAUT): Towards a revised theoretical model. Information Systems Frontiers, 21(3). https://doi.org/10.1007/s10796-017-9774-y
Elbanna, A., Bunker, D., Levine, L., & Sleigh, A. (2019). Emergency management in the changing world of social media: Framing the research agenda with the stakeholders through engaged scholarship. International Journal of Information Management, 47, 112-120. https://doi.org/10.1016/j.ijinfomgt.2019.01.011
Fatima, T. & Bilal, A. R. (2019). Achieving SME performance through individual entrepreneurial orientation: An active social networking perspective. Journal of Entrepreneurship in Emerging Economies, 12(3), 399-411. https://doi.org/10.1108/JEEE-03-2019-0037
Gefen, D., & Straub, D. W. (1997). Gender differences in the perception and use of e-mail: An extension to the technology acceptance model. MIS Quarterly: Management Information Systems, 21(4), 389-400. https://doi.org/10.2307/249720
GetCraft. (2020, May 26). Indonesia native advertising and influencer marketing report 2018. MarketingCraft. https://academy.getcraft.com/indonesia-native-advertising-and-influencer-marketing-report-2018
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) (2nd Ed.). California: SAGE Publications.
Hung, Y. H. & Lai, H. Y. (2015). Effects of Facebook like and conflicting aggregate rating and customer comment on purchase intentions. In Antona M., Stephanidis C. (Eds.), Universal Access in Human-Computer Interaction. Access to Today's Technologies. UAHCI 2015. Lecture Notes in Computer Science, vol 9175. Cham: Springer. https://doi.org/10.1007/978-3-319-20678-3_19
Isiyaku, D. D., Ayub, M. A. F., & AbdulKadir, S. (2018). Antecedents to teachers’ perceptions of the usefulness of ICTs for business education classroom instructions in Nigerian tertiary institutions. Asia Pacific Education Review, 19(3), 337-352. https://doi.org/10.1007/s12564-018-9525-x
Kanchanatanee, K., Suwanno, N., & Jarernvongrayab, A. (2014). Effects of attitude toward using, perceived usefulness, perceived ease of use and perceived compatibility on intention to use e-marketing. Journal of Management Research, 6(3), 1-13. https://doi.org/10.5296/jmr.v6i3.5573
Kaplan, A. M. & Haenlein, M. (2010). Users of the world, unite! The challenges and opportunities of Social Media. Business Horizons, 53(1), 59-68. https://doi.org/10.1016/j.bushor.2009.09.003
Karahanna, E. & Straub, D. W. (1999). The psychological origins of perceived usefulness and ease-of-use. Information and Management, 35(4), 237-250. https://doi.org/10.1016/S0378-7206(98)00096-2
Kim, H. D., Lee, I., & Lee, C. K. (2013). Building Web 2.0 enterprises: A study of small and medium enterprises in the United States. International Small Business Journal, 31(2), 156-174. https://doi.org/10.1177/0266242611409785
Kim, K. J. & Shin, D. H. (2015). An acceptance model for smart watches: Implications for the adoption of future wearable technology. Internet Research, 25(4), 527-541. https://doi.org/10.1108/IntR-05-2014-0126
Misirlis, N. & Vlachopoulou, M. (2018). Social media metrics and analytics in marketing – S3M: A mapping literature review. International Journal of Information Management, 38(1), 270-276. https://doi.org/10.1016/j.ijinfomgt.2017.10.005
Mumtaha, H. A. & Khoiri, H. A. (2019). Analisis dampak perkembangan revolusi industri 4.0 dan society 5.0 pada perilaku masyarakat ekonomi (e-commerce). Pilar Teknologi: Jurnal Ilmiah Ilmu-Ilmu Teknik, 4(2), 55-60. https://doi.org/10.33319/piltek.v4i2.39
Ng, H. S., Kee, D. M. H., & Ramayah, T. (2019). Examining the mediating role of innovativeness in the link between core competencies and SME performance. Journal of Small Business and Enterprise Development, 27(1), 103-129. https://doi.org/10.1108/JSBED-12-2018-0379
Nilasari, A. P., Hutajulu, D. M., Retnosari, & Astutik, E. P. (2019). Strategi pemberdayaan dan kontribusi UMKM menghadapi ekonomi digital. Prosiding Seminar Nasional dan Call for Papers, 576-594. https://jurnal.untidar.ac.id/index.php/semnasfe/article/download/2113/1177
Paniagua, J. & Sapena, J. (2014). Business performance and social media: Love or hate? Business Horizons, 57(6), 719-728. https://doi.org/10.1016/j.bushor.2014.07.005
Purnomo, M. (2011). Adopsi teknologi oleh usaha mikro, kecil dan menengah. Jurnal Dinamika Manajemen, 2(2), 109-117. https://doi.org/10.15294/jdm.v2i2.2475
Purwidiantoro, M. H., Kristanto, D. F., & Hadi, W. (2016). Pengaruh penggunaan media sosial terhadap Usaha Kecil Menengah (UKM). AMIK Cipta Darma Surakarta, 1(1), 30-39. http://journal.amikomsolo.ac.id/index.php/ekacida/article/view/19/11
Rahayu, R. & Day, J. (2015). Determinant factors of e-commerce adoption by SMEs in developing country: Evidence from Indonesia. Procedia - Social and Behavioral Sciences, 195, 142-150. https://doi.org/10.1016/j.sbspro.2015.06.423
Rusmana, O., Bawono, I. R., & Indriyani, R. U. (2018). Analysis of user’s acceptance of the accrual-based financial SIMDA with Technology Acceptance Model (TAM) 3 adapted approach. Jurnal Akuntansi dan Governance Andalas, 1(2), 1-20. http://jaga.fekon.unand.ac.id/index.php/jaga/article/view/41/28
Saravanakumar, M & Lakshmi, S. T. (2012). Social media marketing. Life Science Journal, 9(4), 4444-4451. http://www.lifesciencesite.com/lsj/life0904/670_13061life0904_4444_4451.pdf
Sekaran, U. & Bougie, R. (2016). Research Methods for Business: A Skill Building Approach (7th Ed.). West Sussex: John Wiley & Sons. https://doi.org/10.1007/978-94-007-0753-5_102084
Setiawan, R. A., Setyohadi, D. B., & Pranowo. (2018). Understanding customers’ intention to use social network sites as complaint channel: An analysis of young customers’ perspectives. E3S Web of Conferences, 31. https://doi.org/10.1051/e3sconf/20183111014
Shareef, M. A., Mukerji, B., Alryalat, M. A. A., Wright, A., & Dwivedi, Y. K. (2018). Advertisements on Facebook: Identifying the persuasive elements in the development of positive attitudes in consumers. Journal of Retailing and Consumer Services, 43(February), 258-268. https://doi.org/10.1016/j.jretconser.2018.04.006
Siamagka, N., Christodoulides, G., Michaelidou, N., & Valvi, A. (2015). Industrial marketing management determinants of social media adoption by B2B organizations. Industrial Marketing Management, 51, 89-99. https://doi.org/10.1016/j.indmarman.2015.05.005
Sichone, J., Milano, R., Review, A. K.-B. M., & 2018, U. (2017). The influence of facilitating conditions, perceived benefits, and perceived risk on intention to adopt e-filing in Tanzania. University of Dar es Salaam Journals, 20(2), 50-59. http://journals.udsm.ac.tz/index.php/bmr/article/view/1152
Suci, Y. R. (2017). Perkembangan UMKM (Usaha Mikro Kecil Menengah) di Indonesia. Jurnal Cano Ekonomos, 6(1), 51-58. https://e-journal.upp.ac.id/index.php/Cano/article/view/1239
Sullivan, Y. W. & Koh, C. E. (2019). Social media enablers and inhibitors: Understanding their relationships in a social networking site context. International Journal of Information Management, 49, 170-189. https://doi.org/10.1016/j.ijinfomgt.2019.03.014
Susanti, S. & Kuntadi, S. (2016). Partial Least Squares-Structural Equation Modeling (PLS-SEM) untuk kepemimpinan, dan motivasi sebagai variabel intervening terhadap peningkatan kinerja dosen STIE Ekuitas. Prosiding SENTIA, 8, 43-49. http://sentia.polinema.ac.id/index.php/SENTIA2016/article/viewFile/137/131
Tambunan, T. (2019). Recent evidence of the development of micro, small and medium enterprises in Indonesia. Journal of Global Entrepreneurship Research, 9(1). https://doi.org/10.1186/s40497-018-0140-4
Venkatesh, V., Brown, S. A., Maruping, L. M., & Bala, H. (2008). Predicting different conceptualizations of system USE: The competing roles of behavioral intention, facilitating conditions, and behavioral expectation. MIS Quarterly: Management Information Systems, 32(3), 483-502. https://doi.org/10.2307/25148853
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly: Management Information Systems, 27(3), 425-478. https://doi.org/10.2307/30036540
Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012). Consumer acceptance and use of information technology: Extending the unified theory of acceptance and use of technology. MIS Quarterly: Management Information Systems, 36(1),157-178. https://doi.org/10.2307/41410412
Ware, J. (2018). Wearable technologies and journalism ethics: Students’ perceptions of Google Glass. Teaching Journalism & Mass Communication, 8(1), 17-24. https://aejmc.us/spig/wp-content/uploads/sites/9/2018/07/8.1tjmc-final-Ware.pdf
Yang, K. & Forney, J. C. (2013). The moderating role of consumer technology anxiety in mobile shopping adoption: Differential effects of facilitating conditions and social influences. Journal of Electronic Commerce Research, 14(4), 334-347. http://www.jecr.org/sites/default/files/14_4_p04.pdf
Yoon, S-B., & Cho, E. (2016). Convergence adoption model (CAM) in the context of a smart car service. Computers in Human Behavior, 60, 500-507. https://doi.org/10.1016/j.chb.2016.02.082
Zhang, C., Fan, C., Yao, W., Hu, X., & Mostafavi, A. (2019). Social media for intelligent public information and warning in disasters: An interdisciplinary review. In International Journal of Information Management, 49, 190-207. https://doi.org/10.1016/j.ijinfomgt.2019.04.004
Zuhdi, Z., Suharjo, B., & Sumarno, H. (2016). Perbandingan pendugaan parameter koefisien struktural model melalui SEM dan PLS-SEM. Journal of Mathematics and Its Applications, 15(2), 11-22. https://doi.org/10.29244/jmap.15.2.11-22
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